This interactive graph shows you a mapping of all 40,000 video games on steam, mapped out according to their genre.

Each game is vectorized according to what genre-tags users have tagged the game with. TSNE is used to embed the TFIDF-vectorized games.

TSNE is great for flattening a high-dimensional vector space into few dimensions (such as 2D, here). TSNE will cluster similar games together, however, similar genres may not necessarily be clustered together.

Try to find your favourite games below! For example, you'll find Roguelike games at approximately (10,45) or sports games in the large cluster at approximately (-45,25).